Published 12/2022MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHzLanguage: English | Size: 401.36 MB | Duration: 0h 51m

Learn and Understand Reinforcement Learning from Human Feedback (RLHF) & OpenAI's ChatGPT.

What you'll learn

Learn How to Use OpenAI's Software

Installing and Managing Reinforcement Learning Software

Understanding Reinforcement Learning from Human Feedback (RLHF)

Understanding Concepts of Reinforcement Learning

Using Reinforcement Learning to Solve a Variety of Problems

Exploring GPT-3.5 & ChatGPT

Requirements

Basic Python programming knowledge is helpful but not required

Internet Access

Description

Note: This course will be regularly updated.Welcome to this course on reinforcement learning and OpenAI ChatGPT! In this course, you'll get a comprehensive introduction to the exciting field of from Human Feedback (RLHF) and learn how to use the OpenAI software such as ChatGPT to solve complex problems. ChatGPT is a prototype artificial intelligence chatbot developed by OpenAI which specializes in dialogue. The chatbot is a large language model fine-tuned with both supervised and reinforcement learning techniques. It is a fine-tuned version of a model in OpenAI's GPT-3.5 family of language models.But first, let's make sure you have the necessary background to get the most out of this course. You should have some basic Python programming experience, a good understanding of math, familiarity with the Linux and Bash teal, and know how to use Jupyter notebooks.Now, let's dive into the details. You'll start by learning the key teology and concepts of reinforcement learning, and how it can be used to solve a variety of problems. You'll then learn how to install and manage reinforcement learning software, and become proficient with OpenAI's API and ChatGPT.You'll also learn how to detee if a problem is best suited for reinforcement learning, and see examples of how to apply reinforcement learning to solve problems in computer games. By the end of this course, you'll have a solid foundation in Reinforcement Learning from Human Feedback (RLHF) and the skills to start tackling your own reinforcement learning problems.So get ready to dive into the exciting world of Reinforcement Learning from Human Feedback (RLHF) and OpenAI's ChatGPT – the possibilities are endless!

Overview

Section 1: Welcome

Lecture 1 Introduction

Section 2: Getting started

Lecture 2 Reinforcement Learning

Lecture 3 Learning OpenAI Software

Lecture 4 An Introduction to Reinforcement Learning

Lecture 5 Learn More About Reinforcement Learning

Lecture 6 Learn and Understand OpenAI

Lecture 7 Learn and Understand OpenAI Environments

Lecture 8 MDP - Learn and Understand Markov Decision Processes

Lecture 9 Learn How to Solve Reinforcement Learning Problems

Section 3: Solving Reinforcement Learning Problems using OpenAI/ChatGPT

Lecture 10 OpenAI/ChatGPT - Solving Reinforcement Learning Problems - 1

Lecture 11 OpenAI/ChatGPT - Solving Reinforcement Learning Problems - 2

Lecture 12 OpenAI/ChatGPT - Solving Reinforcement Learning Problems - 3

Lecture 13 OpenAI/ChatGPT - Solving Reinforcement Learning Problems - 4

Section 4: Deep Reinforcement Learning with OpenAI & ChatGPT

Lecture 14 Introduction

Lecture 15 Solving Two Deep Reinforcement Learning Problems

Anyone interested in ChatGPT,Anyone interested in Reinforcement Learning from Human Feedback (RLHF)

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